Create app.py

app.py

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+
+from fastcore.all import *
+from fastai.vision.all import *
+import numpy as np
+import gradio as gr
+import cv2
+
+def isbird(image):
+    #加载模型
+    learn = load_learner('./export.pkl')
+    #预测下一张图片
+    is_bird,_,probs = learn.predict(image)
+    print(f"This is a: {is_bird}.")
+    is_bird =str(f"This is a: {is_bird}.")
+    print(f"Probability it's a bird: {probs[0]:.4f}")
+    probability=str(f"Probability it's a bird: {probs[0]:.4f}")
+    return is_bird,probability
+
+demo = gr.Interface(fn=isbird,
+                    inputs="image",
+                    outputs="text",
+                    title="Is this a bird?",)
+demo.launch()